Overview
Brought to you by YData
Dataset statistics
| Number of variables | 8 |
|---|---|
| Number of observations | 10001358 |
| Missing cells | 52158 |
| Missing cells (%) | 0.1% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 1.1 GiB |
| Average record size in memory | 119.2 B |
Variable types
| Numeric | 7 |
|---|---|
| Categorical | 1 |
CNT_INSTALMENT is highly overall correlated with CNT_INSTALMENT_FUTURE | High correlation |
CNT_INSTALMENT_FUTURE is highly overall correlated with CNT_INSTALMENT | High correlation |
SK_DPD is highly overall correlated with SK_DPD_DEF | High correlation |
SK_DPD_DEF is highly overall correlated with SK_DPD | High correlation |
NAME_CONTRACT_STATUS is highly imbalanced (85.0%) | Imbalance |
SK_DPD_DEF is highly skewed (γ1 = 66.33990581) | Skewed |
CNT_INSTALMENT_FUTURE has 1185960 (11.9%) zeros | Zeros |
SK_DPD has 9706131 (97.0%) zeros | Zeros |
SK_DPD_DEF has 9887389 (98.9%) zeros | Zeros |
Reproduction
| Analysis started | 2025-02-02 10:18:20.110300 |
|---|---|
| Analysis finished | 2025-02-02 10:26:06.894337 |
| Duration | 7 minutes and 46.78 seconds |
| Software version | ydata-profiling vv4.12.2 |
| Download configuration | config.json |
Variables
SK_ID_PREV
Real number (ℝ)
| Distinct | 936325 |
|---|---|
| Distinct (%) | 9.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1903216.6 |
| Minimum | 1000001 |
|---|---|
| Maximum | 2843499 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 76.3 MiB |
Quantile statistics
| Minimum | 1000001 |
|---|---|
| 5-th percentile | 1083660 |
| Q1 | 1434405 |
| median | 1896565 |
| Q3 | 2368963 |
| 95-th percentile | 2749774 |
| Maximum | 2843499 |
| Range | 1843498 |
| Interquartile range (IQR) | 934558 |
Descriptive statistics
| Standard deviation | 535846.53 |
|---|---|
| Coefficient of variation (CV) | 0.28154784 |
| Kurtosis | -1.216184 |
| Mean | 1903216.6 |
| Median Absolute Deviation (MAD) | 466541 |
| Skewness | 0.044229231 |
| Sum | 1.9034751 × 1013 |
| Variance | 2.871315 × 1011 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1856103 | 96 | < 0.1% |
| 2706683 | 96 | < 0.1% |
| 1617536 | 96 | < 0.1% |
| 1364606 | 96 | < 0.1% |
| 1057553 | 96 | < 0.1% |
| 2764503 | 96 | < 0.1% |
| 1271619 | 96 | < 0.1% |
| 1326802 | 96 | < 0.1% |
| 2181136 | 96 | < 0.1% |
| 1276472 | 96 | < 0.1% |
| Other values (936315) | 10000398 |
| Value | Count | Frequency (%) |
| 1000001 | 3 | < 0.1% |
| 1000002 | 5 | < 0.1% |
| 1000003 | 4 | < 0.1% |
| 1000004 | 8 | |
| 1000005 | 11 | |
| 1000007 | 5 | < 0.1% |
| 1000008 | 10 | |
| 1000009 | 7 | |
| 1000010 | 11 | |
| 1000011 | 13 |
| Value | Count | Frequency (%) |
| 2843499 | 11 | |
| 2843498 | 7 | < 0.1% |
| 2843497 | 21 | |
| 2843495 | 8 | < 0.1% |
| 2843494 | 3 | < 0.1% |
| 2843492 | 13 | |
| 2843491 | 10 | < 0.1% |
| 2843490 | 7 | < 0.1% |
| 2843489 | 25 | |
| 2843488 | 11 |
SK_ID_CURR
Real number (ℝ)
| Distinct | 337252 |
|---|---|
| Distinct (%) | 3.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 278403.86 |
| Minimum | 100001 |
|---|---|
| Maximum | 456255 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 76.3 MiB |
Quantile statistics
| Minimum | 100001 |
|---|---|
| 5-th percentile | 117988 |
| Q1 | 189550 |
| median | 278654 |
| Q3 | 367429 |
| 95-th percentile | 438533 |
| Maximum | 456255 |
| Range | 356254 |
| Interquartile range (IQR) | 177879 |
Descriptive statistics
| Standard deviation | 102763.75 |
|---|---|
| Coefficient of variation (CV) | 0.36911753 |
| Kurtosis | -1.1968387 |
| Mean | 278403.86 |
| Median Absolute Deviation (MAD) | 88944 |
| Skewness | -0.0031282533 |
| Sum | 2.7844167 × 1012 |
| Variance | 1.0560387 × 1010 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 265042 | 295 | < 0.1% |
| 172612 | 247 | < 0.1% |
| 309133 | 246 | < 0.1% |
| 127659 | 245 | < 0.1% |
| 185185 | 245 | < 0.1% |
| 197583 | 245 | < 0.1% |
| 203046 | 244 | < 0.1% |
| 362661 | 239 | < 0.1% |
| 398407 | 237 | < 0.1% |
| 228307 | 235 | < 0.1% |
| Other values (337242) | 9998880 |
| Value | Count | Frequency (%) |
| 100001 | 9 | < 0.1% |
| 100002 | 19 | < 0.1% |
| 100003 | 28 | < 0.1% |
| 100004 | 4 | < 0.1% |
| 100005 | 11 | < 0.1% |
| 100006 | 21 | < 0.1% |
| 100007 | 66 | |
| 100008 | 83 | |
| 100009 | 64 | |
| 100010 | 11 | < 0.1% |
| Value | Count | Frequency (%) |
| 456255 | 71 | |
| 456254 | 20 | < 0.1% |
| 456253 | 17 | < 0.1% |
| 456252 | 7 | < 0.1% |
| 456251 | 9 | < 0.1% |
| 456250 | 30 | |
| 456249 | 13 | < 0.1% |
| 456248 | 43 | |
| 456247 | 27 | < 0.1% |
| 456246 | 7 | < 0.1% |
MONTHS_BALANCE
Real number (ℝ)
| Distinct | 96 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -35.012588 |
| Minimum | -96 |
|---|---|
| Maximum | -1 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 10001358 |
| Negative (%) | 100.0% |
| Memory size | 76.3 MiB |
Quantile statistics
| Minimum | -96 |
|---|---|
| 5-th percentile | -85 |
| Q1 | -54 |
| median | -28 |
| Q3 | -13 |
| 95-th percentile | -4 |
| Maximum | -1 |
| Range | 95 |
| Interquartile range (IQR) | 41 |
Descriptive statistics
| Standard deviation | 26.06657 |
|---|---|
| Coefficient of variation (CV) | -0.74449138 |
| Kurtosis | -0.71068083 |
| Mean | -35.012588 |
| Median Absolute Deviation (MAD) | 18 |
| Skewness | -0.67277715 |
| Sum | -3.5017343 × 108 |
| Variance | 679.46607 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -10 | 216441 | 2.2% |
| -11 | 216023 | 2.2% |
| -9 | 215558 | 2.2% |
| -12 | 214716 | 2.1% |
| -8 | 214149 | 2.1% |
| -13 | 210950 | 2.1% |
| -7 | 210229 | 2.1% |
| -14 | 208352 | 2.1% |
| -6 | 206849 | 2.1% |
| -15 | 204935 | 2.0% |
| Other values (86) | 7883156 |
| Value | Count | Frequency (%) |
| -96 | 36448 | |
| -95 | 38514 | |
| -94 | 39900 | |
| -93 | 41025 | |
| -92 | 42283 | |
| -91 | 43652 | |
| -90 | 45295 | |
| -89 | 47763 | |
| -88 | 49950 | |
| -87 | 51805 |
| Value | Count | Frequency (%) |
| -1 | 94908 | |
| -2 | 169529 | |
| -3 | 183589 | |
| -4 | 193147 | |
| -5 | 200726 | |
| -6 | 206849 | |
| -7 | 210229 | |
| -8 | 214149 | |
| -9 | 215558 | |
| -10 | 216441 |
CNT_INSTALMENT
Real number (ℝ)
High correlation 
| Distinct | 73 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 26071 |
| Missing (%) | 0.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 17.08965 |
| Minimum | 1 |
|---|---|
| Maximum | 92 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 76.3 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 6 |
| Q1 | 10 |
| median | 12 |
| Q3 | 24 |
| 95-th percentile | 45 |
| Maximum | 92 |
| Range | 91 |
| Interquartile range (IQR) | 14 |
Descriptive statistics
| Standard deviation | 11.995056 |
|---|---|
| Coefficient of variation (CV) | 0.70189007 |
| Kurtosis | 2.4468723 |
| Mean | 17.08965 |
| Median Absolute Deviation (MAD) | 6 |
| Skewness | 1.6017338 |
| Sum | 1.7047417 × 108 |
| Variance | 143.88137 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 12 | 2496845 | |
| 24 | 1517472 | |
| 10 | 1243449 | |
| 6 | 1065500 | |
| 18 | 727394 | 7.3% |
| 36 | 584574 | 5.8% |
| 8 | 303751 | 3.0% |
| 48 | 278513 | 2.8% |
| 4 | 238223 | 2.4% |
| 30 | 211920 | 2.1% |
| Other values (63) | 1307646 |
| Value | Count | Frequency (%) |
| 1 | 24544 | 0.2% |
| 2 | 26826 | 0.3% |
| 3 | 43081 | 0.4% |
| 4 | 238223 | 2.4% |
| 5 | 136840 | 1.4% |
| 6 | 1065500 | |
| 7 | 106714 | 1.1% |
| 8 | 303751 | 3.0% |
| 9 | 148355 | 1.5% |
| 10 | 1243449 |
| Value | Count | Frequency (%) |
| 92 | 1 | < 0.1% |
| 84 | 5 | < 0.1% |
| 81 | 1 | < 0.1% |
| 77 | 4 | < 0.1% |
| 72 | 1519 | |
| 71 | 3 | < 0.1% |
| 70 | 2 | < 0.1% |
| 68 | 1 | < 0.1% |
| 66 | 108 | < 0.1% |
| 64 | 3 | < 0.1% |
CNT_INSTALMENT_FUTURE
Real number (ℝ)
High correlation  Zeros 
| Distinct | 79 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 26087 |
| Missing (%) | 0.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 10.48384 |
| Minimum | 0 |
|---|---|
| Maximum | 85 |
| Zeros | 1185960 |
| Zeros (%) | 11.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 76.3 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 3 |
| median | 7 |
| Q3 | 14 |
| 95-th percentile | 35 |
| Maximum | 85 |
| Range | 85 |
| Interquartile range (IQR) | 11 |
Descriptive statistics
| Standard deviation | 11.109058 |
|---|---|
| Coefficient of variation (CV) | 1.0596363 |
| Kurtosis | 3.7133282 |
| Mean | 10.48384 |
| Median Absolute Deviation (MAD) | 5 |
| Skewness | 1.8467459 |
| Sum | 1.0457915 × 108 |
| Variance | 123.41116 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 1185960 | 11.9% |
| 6 | 614058 | 6.1% |
| 4 | 613632 | 6.1% |
| 5 | 600295 | 6.0% |
| 3 | 582007 | 5.8% |
| 2 | 547199 | 5.5% |
| 1 | 512279 | 5.1% |
| 10 | 481390 | 4.8% |
| 8 | 480167 | 4.8% |
| 7 | 472665 | 4.7% |
| Other values (69) | 3885619 |
| Value | Count | Frequency (%) |
| 0 | 1185960 | |
| 1 | 512279 | |
| 2 | 547199 | |
| 3 | 582007 | |
| 4 | 613632 | |
| 5 | 600295 | |
| 6 | 614058 | |
| 7 | 472665 | 4.7% |
| 8 | 480167 | |
| 9 | 467606 | 4.7% |
| Value | Count | Frequency (%) |
| 85 | 1 | < 0.1% |
| 84 | 1 | < 0.1% |
| 83 | 1 | < 0.1% |
| 82 | 1 | < 0.1% |
| 81 | 1 | < 0.1% |
| 80 | 1 | < 0.1% |
| 72 | 35 | |
| 71 | 33 | |
| 70 | 32 | |
| 69 | 32 |
NAME_CONTRACT_STATUS
Categorical
Imbalance 
| Distinct | 9 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 603.1 MiB |
| Active | |
|---|---|
| Completed | 744883 |
| Signed | 87260 |
| Demand | 7065 |
| Returned to the store | 5461 |
| Other values (4) | 5570 |
Length
| Max length | 21 |
|---|---|
| Median length | 6 |
| Mean length | 6.2331193 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Active |
|---|---|
| 2nd row | Active |
| 3rd row | Active |
| 4th row | Active |
| 5th row | Active |
Common Values
| Value | Count | Frequency (%) |
| Active | 9151119 | |
| Completed | 744883 | 7.4% |
| Signed | 87260 | 0.9% |
| Demand | 7065 | 0.1% |
| Returned to the store | 5461 | 0.1% |
| Approved | 4917 | < 0.1% |
| Amortized debt | 636 | < 0.1% |
| Canceled | 15 | < 0.1% |
| XNA | 2 | < 0.1% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| active | 9151119 | |
| completed | 744883 | 7.4% |
| signed | 87260 | 0.9% |
| demand | 7065 | 0.1% |
| returned | 5461 | 0.1% |
| to | 5461 | 0.1% |
| the | 5461 | 0.1% |
| store | 5461 | 0.1% |
| approved | 4917 | < 0.1% |
| amortized | 636 | < 0.1% |
| Other values (3) | 653 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 10763273 | |
| t | 9919118 | |
| i | 9239015 | |
| A | 9156674 | |
| v | 9156036 | |
| c | 9151134 | |
| d | 850873 | 1.4% |
| o | 761358 | 1.2% |
| p | 754717 | 1.2% |
| m | 752584 | 1.2% |
| Other values (17) | 1834876 | 2.9% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 62339658 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| e | 10763273 | |
| t | 9919118 | |
| i | 9239015 | |
| A | 9156674 | |
| v | 9156036 | |
| c | 9151134 | |
| d | 850873 | 1.4% |
| o | 761358 | 1.2% |
| p | 754717 | 1.2% |
| m | 752584 | 1.2% |
| Other values (17) | 1834876 | 2.9% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 62339658 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| e | 10763273 | |
| t | 9919118 | |
| i | 9239015 | |
| A | 9156674 | |
| v | 9156036 | |
| c | 9151134 | |
| d | 850873 | 1.4% |
| o | 761358 | 1.2% |
| p | 754717 | 1.2% |
| m | 752584 | 1.2% |
| Other values (17) | 1834876 | 2.9% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 62339658 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| e | 10763273 | |
| t | 9919118 | |
| i | 9239015 | |
| A | 9156674 | |
| v | 9156036 | |
| c | 9151134 | |
| d | 850873 | 1.4% |
| o | 761358 | 1.2% |
| p | 754717 | 1.2% |
| m | 752584 | 1.2% |
| Other values (17) | 1834876 | 2.9% |
SK_DPD
Real number (ℝ)
High correlation  Zeros 
| Distinct | 3400 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 11.606928 |
| Minimum | 0 |
|---|---|
| Maximum | 4231 |
| Zeros | 9706131 |
| Zeros (%) | 97.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 76.3 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 4231 |
| Range | 4231 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 132.71404 |
|---|---|
| Coefficient of variation (CV) | 11.434037 |
| Kurtosis | 255.3222 |
| Mean | 11.606928 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 14.899126 |
| Sum | 1.1608504 × 108 |
| Variance | 17613.017 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 9706131 | |
| 1 | 21872 | 0.2% |
| 2 | 17358 | 0.2% |
| 3 | 14403 | 0.1% |
| 4 | 12350 | 0.1% |
| 5 | 11046 | 0.1% |
| 6 | 9615 | 0.1% |
| 7 | 8332 | 0.1% |
| 8 | 7360 | 0.1% |
| 9 | 6668 | 0.1% |
| Other values (3390) | 186223 | 1.9% |
| Value | Count | Frequency (%) |
| 0 | 9706131 | |
| 1 | 21872 | 0.2% |
| 2 | 17358 | 0.2% |
| 3 | 14403 | 0.1% |
| 4 | 12350 | 0.1% |
| 5 | 11046 | 0.1% |
| 6 | 9615 | 0.1% |
| 7 | 8332 | 0.1% |
| 8 | 7360 | 0.1% |
| 9 | 6668 | 0.1% |
| Value | Count | Frequency (%) |
| 4231 | 1 | |
| 4200 | 1 | |
| 4172 | 1 | |
| 4141 | 1 | |
| 4110 | 1 | |
| 4108 | 1 | |
| 4080 | 1 | |
| 4078 | 1 | |
| 4050 | 2 | |
| 4049 | 1 |
SK_DPD_DEF
Real number (ℝ)
High correlation  Skewed  Zeros 
| Distinct | 2307 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.65446842 |
| Minimum | 0 |
|---|---|
| Maximum | 3595 |
| Zeros | 9887389 |
| Zeros (%) | 98.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 76.3 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 3595 |
| Range | 3595 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 32.762491 |
|---|---|
| Coefficient of variation (CV) | 50.059696 |
| Kurtosis | 4836.5494 |
| Mean | 0.65446842 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 66.339906 |
| Sum | 6545573 |
| Variance | 1073.3808 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 9887389 | |
| 1 | 22134 | 0.2% |
| 2 | 14690 | 0.1% |
| 3 | 11652 | 0.1% |
| 4 | 9528 | 0.1% |
| 5 | 8031 | 0.1% |
| 6 | 6629 | 0.1% |
| 7 | 5425 | 0.1% |
| 8 | 4538 | < 0.1% |
| 9 | 3935 | < 0.1% |
| Other values (2297) | 27407 | 0.3% |
| Value | Count | Frequency (%) |
| 0 | 9887389 | |
| 1 | 22134 | 0.2% |
| 2 | 14690 | 0.1% |
| 3 | 11652 | 0.1% |
| 4 | 9528 | 0.1% |
| 5 | 8031 | 0.1% |
| 6 | 6629 | 0.1% |
| 7 | 5425 | 0.1% |
| 8 | 4538 | < 0.1% |
| 9 | 3935 | < 0.1% |
| Value | Count | Frequency (%) |
| 3595 | 1 | |
| 3565 | 1 | |
| 3534 | 1 | |
| 3506 | 1 | |
| 3475 | 1 | |
| 3468 | 1 | |
| 3444 | 1 | |
| 3438 | 1 | |
| 3414 | 1 | |
| 3407 | 1 |
Interactions
Correlations
| CNT_INSTALMENT | CNT_INSTALMENT_FUTURE | MONTHS_BALANCE | NAME_CONTRACT_STATUS | SK_DPD | SK_DPD_DEF | SK_ID_CURR | SK_ID_PREV | |
|---|---|---|---|---|---|---|---|---|
| CNT_INSTALMENT | 1.000 | 0.741 | 0.348 | 0.081 | -0.075 | 0.006 | 0.000 | 0.003 |
| CNT_INSTALMENT_FUTURE | 0.741 | 1.000 | 0.249 | 0.098 | -0.150 | -0.032 | -0.001 | 0.003 |
| MONTHS_BALANCE | 0.348 | 0.249 | 1.000 | 0.022 | -0.105 | -0.038 | 0.000 | 0.002 |
| NAME_CONTRACT_STATUS | 0.081 | 0.098 | 0.022 | 1.000 | 0.075 | 0.228 | 0.003 | 0.004 |
| SK_DPD | -0.075 | -0.150 | -0.105 | 0.075 | 1.000 | 0.606 | 0.002 | 0.000 |
| SK_DPD_DEF | 0.006 | -0.032 | -0.038 | 0.228 | 0.606 | 1.000 | 0.000 | 0.001 |
| SK_ID_CURR | 0.000 | -0.001 | 0.000 | 0.003 | 0.002 | 0.000 | 1.000 | -0.000 |
| SK_ID_PREV | 0.003 | 0.003 | 0.002 | 0.004 | 0.000 | 0.001 | -0.000 | 1.000 |
Missing values
Sample
| SK_ID_PREV | SK_ID_CURR | MONTHS_BALANCE | CNT_INSTALMENT | CNT_INSTALMENT_FUTURE | NAME_CONTRACT_STATUS | SK_DPD | SK_DPD_DEF | |
|---|---|---|---|---|---|---|---|---|
| 0 | 1803195 | 182943 | -31 | 48.0 | 45.0 | Active | 0 | 0 |
| 1 | 1715348 | 367990 | -33 | 36.0 | 35.0 | Active | 0 | 0 |
| 2 | 1784872 | 397406 | -32 | 12.0 | 9.0 | Active | 0 | 0 |
| 3 | 1903291 | 269225 | -35 | 48.0 | 42.0 | Active | 0 | 0 |
| 4 | 2341044 | 334279 | -35 | 36.0 | 35.0 | Active | 0 | 0 |
| 5 | 2207092 | 342166 | -32 | 12.0 | 12.0 | Active | 0 | 0 |
| 6 | 1110516 | 204376 | -38 | 48.0 | 43.0 | Active | 0 | 0 |
| 7 | 1387235 | 153211 | -35 | 36.0 | 36.0 | Active | 0 | 0 |
| 8 | 1220500 | 112740 | -31 | 12.0 | 12.0 | Active | 0 | 0 |
| 9 | 2371489 | 274851 | -32 | 24.0 | 16.0 | Active | 0 | 0 |
| SK_ID_PREV | SK_ID_CURR | MONTHS_BALANCE | CNT_INSTALMENT | CNT_INSTALMENT_FUTURE | NAME_CONTRACT_STATUS | SK_DPD | SK_DPD_DEF | |
|---|---|---|---|---|---|---|---|---|
| 10001348 | 2234984 | 191559 | -22 | 6.0 | 0.0 | Active | 797 | 0 |
| 10001349 | 2340692 | 104125 | -24 | 6.0 | 0.0 | Active | 944 | 0 |
| 10001350 | 2593362 | 198894 | -20 | 12.0 | 0.0 | Completed | 0 | 0 |
| 10001351 | 2639809 | 288279 | -25 | 6.0 | 0.0 | Active | 925 | 0 |
| 10001352 | 2700641 | 448867 | -19 | 6.0 | 0.0 | Active | 843 | 0 |
| 10001353 | 2448283 | 226558 | -20 | 6.0 | 0.0 | Active | 843 | 0 |
| 10001354 | 1717234 | 141565 | -19 | 12.0 | 0.0 | Active | 602 | 0 |
| 10001355 | 1283126 | 315695 | -21 | 10.0 | 0.0 | Active | 609 | 0 |
| 10001356 | 1082516 | 450255 | -22 | 12.0 | 0.0 | Active | 614 | 0 |
| 10001357 | 1259607 | 174278 | -52 | 16.0 | 0.0 | Completed | 0 | 0 |